1. Severity of the issue: (select one)
[+] Medium: Significantly affects my productivity but can find a workaround.
2. Environment:
- Ray version: 2.43.0
- Python version: 3.10.6
- OS: EulerOSv2R10
3. What happened vs. what you expected:
- Expected: Keeping frame and detected boundingboxes in order for object tracker
- Actual: It is my first time to learning Ray, I have some componets
video input
,preprocess
,detection
(e.g. DETR model),postprocess
(e.g. filter box by score threshold) andtracker
(i.e.video input -> preprocess -> detection -> postprocess -> tracker
). I want to use them by adding@ray.remote
or@serve.deployment
. I find that@ray.remote
havenum_returns = streaming
, could I use it to make the comming input boundingboxes for tracker in order by frame index? Or should I create a priority queue to sort frame index (with recording the smallest next frame index) to select one by one? Could anyone support a brief method for reference? Thanks in advance.